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Commits on Mar 8, 2021

• [RLlib] Multi-GPU for tf-DQN/PG/A2C. (ray-project#13393)

  sven1977

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Commits on Mar 5, 2021

• [RLlib] Re-enable placement group support for RLlib. (ray-project#14384)

  sven1977

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Commits on Mar 3, 2021

• [RLlib] Serve + RLlib example script. (ray-project#14416)

  sven1977

  authored
  5637d89

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• [RLlib] Remove old SegmentTree from tests dir and unflake respective segment tree test. (ray-project#14450)

  sven1977

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Commits on Mar 1, 2021

• Auto report object store memory usage; remove some deprecated code (ray-project#14260)

  ericl

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  9db000f

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• [tune] Add leading zeros to checkpoint directory (ray-project#14152)

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  krfricke

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Commits on Feb 25, 2021

• Revert "[RLlib + Tune] Add placement group support to RLlib. (ray-project#14289)" (ray-project#14360)

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  richardliaw

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  a2d2275

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• [RLlib] Remove flaky test case for mixed (tf+torch) policies trainer. (ray-project#14357)

  sven1977

  authored
  4cd5c1d

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• [RLlib + Tune] Add placement group support to RLlib. (ray-project#14289)

  sven1977

  authored
  6cd0cd3

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• [RLlib] R2D2 Implementation. (ray-project#13933)

  sven1977

  authored
  8000258

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• [RLlib] Cast fcnet_hiddens to list for DQN models (list vs tuple mismatch error) (ray-project#14308)

  krfricke

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Commits on Feb 22, 2021

• [RLlib] CQL for HalfCheetah-Random-v0 + Hopper-Random-v0 + CQL Bug Fixes (ray-project#14243)

  michaelzhiluo

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  ec2c103

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• [RLlib] Implement TorchPolicy.export_model. (ray-project#13989)

  sven1977

  authored
  95ef04b

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• [RLlib] Tune trial + checkpoint selection example. (ray-project#14209)

  sven1977

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Commits on Feb 18, 2021

• [RLlib] Issue ray-project#13824: compress_observations=True crashes for all algos not using a replay buffer. (ray-project#14034)

  sven1977

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• [RLlib] Issue ray-project#14022: Trajectory View API fails in MA-env where a new agent terminates right away (done=True right after initial obs). (ray-project#14031)

  sven1977

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Commits on Feb 11, 2021

• [RLlib] Issue ray-project#13507: Fix MB-MPO CartPole Env's reward function as well as MB-MPO running into a traj. view API related issue. (ray-project#14037)

  sven1977

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• [RLlib] Issue ray-project#13342: Add validate_spaces to MB-MPO. (ray-project#14038)

  sven1977

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Commits on Feb 10, 2021

• [RLlib] TFPolicy.export_model: Add timestep placeholder to model's signature, if needed. (ray-project#13988)

  sven1977

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• [RLlib] DDPG: Support simplex action space. (ray-project#14011)

  sven1977

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Commits on Feb 9, 2021

• [RLlib]: Trajectory View API: Keep env infos (e.g. for postprocessing callbacks), no matter what. (ray-project#13555)

  sven1977

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Commits on Feb 8, 2021

• [RLlib] Extend on_learn_on_batch callback to allow for custom metrics to be added. (ray-project#13584)

  sven1977

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  eb00386

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• [RLlib] Pytorch MAML fix for more than two workers with discrete actions (ray-project#13835)

  ChaceAshcraft

  authored
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• [RLlib] Allow rllib rollout to run distributed via evaluation workers. (ray-project#13718)

  sven1977

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Commits on Feb 2, 2021

• [RLlib] Unify fcnet initializers for the value output layer (std=1.0 in torch, but 0.01 in tf). (ray-project#13733)

  sven1977

  authored
  9ac7315

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• [RLlib] Trajectory view API example script (enhancements and tf2 support). (ray-project#13786)

  sven1977

  authored
  0a0d918

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• [RLlib] Issue ray-project#13761: Fix get action shape (ray-project#13764)

  stanislav-chekmenev

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• [RLlib] Trainer._validate_config idempotentcy correction (issue 13427) (ray-project#13556)

  raoul-khour-ts

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  714c367

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• [RLlib] Allow SAC to use custom models as Q- or policy nets and deprecate "state-preprocessor" for image spaces. (ray-project#13522)

  sven1977

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Commits on Jan 28, 2021

• [RLlib] Fix custom multi action distr (ray-project#13681)

  sven1977

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• [RLlib] Fix multiple Unity3DEnvs trying to connect to the same custom port (ray-project#13519)

  yurirocha15

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• [RLlib] Atari-RAM-Preprocessing, unsigned observation vector results in a false preprocessed observation (ray-project#13013)

  cathrinS

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Commits on Jan 25, 2021

• [RLlib] move evaluation to trainer.step() such that the result is properly logged (ray-project#12708)

  Maltimore

  authored
  b4702de

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• [RLlib] Fix bug in ModelCatalog when using custom action distribution (ray-project#12846)

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  janblumenkamp

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  964689b

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• [RLlib] MAML: Add cartpole mass test for PyTorch. (ray-project#13679)

  sven1977

  authored
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